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Update to MXNet 1.3.1. Removed requirements/requirements.gpu-cu{75,91}.txt as CUDA 7.5 and 9.1 are deprecated.
[1.18.60]
Fixed
Performance optimization to skip the softmax operation for single model greedy decoding is now only applied if no translation scores are required in the output.
[1.18.59]
Added
Full training state is now returned from EarlyStoppingTrainer's fit().
Changed
Training state cleanup will not be performed for training runs that did not converge yet.
Switched to portalocker for locking files (Windows compatibility).
[1.18.58]
Added
Added nbest translation, exposed as --nbest-size. Nbest translation means to not only output the most probable translation according to a model, but the top n most probable hypotheses. If --nbest-size > 1 and the option --output-type is not explicitly specified, the output type will be changed to one JSON list of nbest translations per line. --nbest-size can never be larger than --beam-size.
Changed
Changed sockeye.rerank CLI to be compatible with nbest translation JSON output format.